The flickering neon sign of the bar across the street seemed to mock Amelia. Her palms were slick against the worn leather of her purse. Liam, always so put-together, so assured, had told her he was a corporate lawyer. Now, standing here, watching him sling beers behind the counter of a dive bar, her stomach churned. He’d told her he was at a conference. The image of the fancy hotel, the expensive suit, the air of self-importance… all of it felt like a cruel joke now. She took a shaky breath and started across the street.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256